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Clustering Traces Using Sequence Alignment
16 references·5 citing·25 second hop
Clustering Traces Using Sequence Alignment (2016)Clustering Traces Using Sequence AlignmentAlignment Based Precision Checking (2013)Alignment Based Precision Che…Active Trace Clustering for Improved Process Discovery (2013)Active Trace Clustering for I…Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningProcess diagnostics using trace alignment: Opportunities, issues, and challenges (2011)Process diagnostics using tra…Flexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…A robust F-measure for evaluating discovered process models (2011)A robust F-measure for evalua…Understanding Spaghetti Models with Sequence Clustering for ProM (2010)Understanding Spaghetti Model…Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models (2010)Trace Clustering Based on Con…Trace Alignment in Process Mining: Opportunities for Process Diagnostics (2010)Trace Alignment in Process Mi…Trace Clustering in Process Mining (2009)Trace Clustering in Process M…Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)Context Aware Trace Clusterin…Process Mining Based on Clustering: A Quest for Precision (2008)Process Mining Based on Clust…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model (2024)Explainable and Effective Pro…Complex Process Modeling in Process Mining: A Systematic Review (2022)Complex Process Modeling in P…On the composition of the long tail of business processes: Implications from a process mining study (2020)On the composition of the lon…The state-of-the-art of business process mining challenges (2017)The state-of-the-art of busin…Explaining clusterings of process instances (2016)Explaining clusterings of pro…Workflow mining: A survey of issues and approaches (2003)Predicting process behaviour using deep learning (2017)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Workflow mining: discovering process models from event logs (2004)Business process mining: An industrial application (2006)Wanna improve process mining results? (2013)Building a complementary agenda for business process management and digital innovation (2020)Discovering models of software processes from event-based data (1998)Semantics and analysis of business process models in BPMN (2008)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Process Mining Manifesto (2012)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Process mining in healthcare: A literature review (2016)Discovering the Effects of Metacognitive Prompts on the Sequential Structure of SRL-Processes Using Process Mining Techniques (2015)The Use of Process Mining in Business Process Simulation Model Construction (2015)Event Log Preprocessing for Process Mining: A Review (2021)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Measuring precision of modeled behavior (2014)Single-Entry Single-Exit decomposed conformance checking (2014)Reducing false positives in fraud detection: Combining the red flag approach with process mining (2018)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)
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References

  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2009Trace Clustering in Process Mining364 cited
  • 2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
  • 2013Active Trace Clustering for Improved Process Discovery184 cited
  • 2013Alignment Based Precision Checking158 cited
  • 2010Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models148 cited
  • 2011Process diagnostics using trace alignment: Opportunities, issues, and challenges130 cited
  • 2008Process Mining Based on Clustering: A Quest for Precision125 cited
  • 2011A robust F-measure for evaluating discovered process models119 cited
  • 2010Trace Alignment in Process Mining: Opportunities for Process Diagnostics114 cited

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  • 2010Understanding Spaghetti Models with Sequence Clustering for ProM101 cited
  • Cited by

    • 2016Explaining clusterings of process instances34 cited
    • 2024Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model28 cited
    • 2017The state-of-the-art of business process mining challenges27 cited
    • 2020On the composition of the long tail of business processes: Implications from a process mining study27 cited
    • 2022Complex Process Modeling in Process Mining: A Systematic Review23 cited